Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "84"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 84 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 102 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 100 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 84, Node N08:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459919 RF_maintenance 100.00% 62.05% 100.00% 0.00% - - 20.549393 23.973684 10.882874 11.517587 7.370239 10.130889 5.515573 7.703111 0.2273 0.0374 0.1387 nan nan
2459918 RF_maintenance 100.00% 20.54% 100.00% 0.00% - - 22.604021 26.361766 11.189612 11.798867 5.650209 6.836717 4.783610 5.630644 0.2559 0.0355 0.1705 nan nan
2459917 RF_maintenance 100.00% 38.26% 100.00% 0.00% - - 20.305682 22.594627 11.621055 12.159375 3.801205 7.284734 4.813640 6.183613 0.2384 0.0335 0.1639 nan nan
2459916 RF_maintenance 100.00% 19.51% 100.00% 0.00% - - 19.933990 23.431439 11.353013 11.899372 5.824548 7.799778 5.484005 7.577888 0.2571 0.0366 0.1676 nan nan
2459915 RF_maintenance 100.00% 0.00% 100.00% 0.00% - - 20.336889 23.590776 13.545917 14.040272 6.586383 7.825907 5.107230 6.227565 0.2956 0.0442 0.1842 nan nan
2459914 RF_maintenance 100.00% 23.28% 100.00% 0.00% - - 22.221363 25.644494 14.541312 15.090243 7.205335 9.181300 5.114005 7.173826 0.3498 0.0370 0.2128 nan nan
2459913 RF_maintenance 100.00% 27.66% 100.00% 0.00% - - 22.530311 25.598327 12.264621 12.878512 7.552888 9.170499 7.282138 6.115731 0.2557 0.0352 0.1710 nan nan
2459912 RF_maintenance 100.00% 48.59% 100.00% 0.00% - - 19.681318 22.257960 10.869659 11.682194 7.148960 7.853179 4.429361 5.085846 0.2243 0.0370 0.1469 nan nan
2459911 digital_ok 100.00% 41.27% 100.00% 0.00% - - 18.658441 21.362982 11.468023 12.149718 6.940559 7.271554 2.252562 2.566031 0.2279 0.0339 0.1506 nan nan
2459910 digital_ok 100.00% 34.65% 100.00% 0.00% - - 18.729236 21.932761 11.408916 12.079484 7.055533 7.649431 2.321133 2.748654 0.2356 0.0344 0.1562 nan nan
2459909 digital_ok 100.00% 35.46% 100.00% 0.00% - - 19.895821 23.123096 11.086808 11.787840 6.093667 6.294658 3.586205 4.248751 0.2335 0.0340 0.1555 nan nan
2459908 digital_ok 100.00% 19.88% 100.00% 0.00% - - 20.945092 24.655310 10.631041 11.377064 5.088994 5.639519 4.875679 5.815793 0.2449 0.0359 0.1658 nan nan
2459907 digital_ok 100.00% 21.29% 100.00% 0.00% - - 20.532388 24.283734 11.420524 12.241768 5.510918 6.134175 3.809165 4.565150 0.2432 0.0393 0.1593 nan nan
2459906 digital_ok 100.00% 34.22% 100.00% 0.00% - - 20.759520 24.672144 12.101846 12.847491 6.448487 8.379023 5.114804 6.164830 0.2332 0.0352 0.1508 nan nan
2459905 digital_ok 100.00% 64.54% 100.00% 0.00% - - 19.735246 22.786897 11.832727 12.432270 9.987417 13.134587 3.974221 4.427397 0.2123 0.0323 0.1229 nan nan
2459904 digital_ok 100.00% 49.24% 100.00% 0.00% - - 19.879900 23.373468 12.957742 13.693645 7.225852 10.009554 7.875737 8.837912 0.2217 0.0329 0.1251 nan nan
2459903 digital_ok 100.00% 42.81% 100.00% 0.00% - - 21.091197 24.922956 12.603639 13.328194 5.700774 7.777512 7.938011 9.056715 0.2274 0.0359 0.1392 nan nan
2459902 digital_ok 100.00% 31.53% 100.00% 0.00% - - 23.130449 27.345443 13.308286 13.883386 6.224892 8.151587 4.103919 4.615385 0.2360 0.0380 0.1406 nan nan
2459901 digital_ok 100.00% 23.47% 100.00% 0.00% - - 23.505588 27.837836 11.891127 12.590049 5.650900 7.152220 4.602892 5.204187 0.2415 0.0396 0.1418 nan nan
2459900 digital_ok 100.00% 40.27% 100.00% 0.00% - - 21.238675 26.888500 12.407255 13.205140 7.255866 7.769065 3.926553 4.847495 0.2109 0.0360 0.1300 nan nan
2459898 digital_ok 100.00% 34.85% 100.00% 0.00% - - 19.844206 23.350135 11.896002 12.631156 6.460297 9.074038 6.139206 6.818384 0.2336 0.0360 0.1538 nan nan
2459897 digital_ok 100.00% 35.15% 100.00% 0.00% - - 19.160204 22.662040 11.947061 12.890732 7.692729 9.802180 5.689183 6.846209 0.2338 0.0345 0.1278 nan nan
2459896 digital_ok 100.00% 29.85% 100.00% 0.00% - - 19.106210 23.096838 12.191969 12.962915 7.658849 10.628215 3.826959 4.650777 0.2412 0.0347 0.1328 nan nan
2459895 digital_ok 100.00% 18.05% 100.00% 0.00% - - 22.134080 26.606322 15.854238 16.395579 7.188144 10.816966 3.167146 5.520056 0.4386 0.0357 0.2269 nan nan
2459894 digital_ok 100.00% 49.46% 100.00% 0.00% - - 22.243606 26.074403 11.019856 11.808457 8.081710 10.340392 5.318409 5.863142 0.2327 0.0345 0.1281 nan nan
2459893 digital_ok 100.00% 24.38% 100.00% 0.00% - - 23.057425 27.394541 11.588558 12.424298 6.423609 8.898671 6.631707 7.767143 0.2484 0.0372 0.1527 nan nan
2459892 digital_ok 100.00% 11.30% 100.00% 0.00% - - 22.988030 27.307438 13.579407 14.405367 5.132529 6.972321 5.904275 6.464720 0.2506 0.0415 0.1618 nan nan
2459891 digital_ok 100.00% 40.97% 100.00% 0.00% - - 20.568383 24.709353 13.418735 14.371639 6.600945 9.894719 4.751441 5.496691 0.2333 0.0342 0.1520 nan nan
2459890 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.917075 24.915377 5.776920 17.257576 2.223248 8.884257 -0.120428 3.008204 0.6562 0.0354 0.4443 nan nan
2459889 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.436841 27.909071 4.101392 13.917438 2.485416 12.544713 0.346964 8.492558 0.6655 0.0395 0.4498 nan nan
2459888 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.146555 23.548008 5.041744 16.149981 1.383174 11.357991 1.545556 3.913899 0.6841 0.0375 0.4562 nan nan
2459887 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.138396 25.364021 5.130855 16.045782 0.906691 9.954476 -0.076744 4.632935 0.6667 0.0382 0.4561 nan nan
2459886 digital_ok 100.00% 0.00% 100.00% 0.00% - - 4.496384 33.437969 5.444371 13.998797 31.780845 7.849874 6.643905 2.441817 0.7317 0.0455 0.4592 nan nan
2459885 digital_ok 100.00% 0.00% 100.00% 0.00% - - 3.545335 39.096026 28.502333 82.150057 3.959806 18.653871 16.212018 13.016000 0.7113 0.0365 0.4234 nan nan
2459884 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.141972 23.989990 5.262483 15.705456 0.426465 9.369426 13.714291 4.600718 0.6675 0.0342 0.4448 nan nan
2459883 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.577755 31.666241 28.141700 73.852959 4.893830 10.333431 75.917806 13.330141 0.6533 0.0391 0.4265 nan nan
2459882 digital_ok 100.00% 0.00% 100.00% 0.00% - - 3.400254 50.444139 34.199915 83.331689 2.417550 14.668431 27.065706 6.495900 0.6526 0.0394 0.4287 nan nan
2459881 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.079139 29.598077 38.776256 94.768116 3.701961 29.795221 78.660033 24.058682 0.7010 0.0415 0.4351 nan nan
2459880 digital_ok 100.00% 0.00% 100.00% 0.00% - - 2.737696 35.683610 32.907289 77.758859 0.293599 8.868758 24.811470 6.081454 0.6504 0.0356 0.4326 nan nan
2459879 digital_ok 100.00% 0.00% 100.00% 0.00% - - 1.559851 20.852858 5.688838 14.014365 0.680770 1.789526 24.808723 6.361583 0.6384 0.0336 0.3904 nan nan
2459878 digital_ok 100.00% 0.00% 100.00% 0.00% - - 3.393889 32.003490 35.334165 94.059369 3.481214 15.277786 8.155274 17.234527 0.6493 0.0399 0.3844 nan nan
2459876 digital_ok 100.00% 0.00% 100.00% 0.00% - - 8.522090 35.158607 7.092016 68.735414 -1.054110 42.621169 0.188639 15.425517 0.7020 0.0416 0.5252 nan nan
2459875 digital_ok 100.00% 0.00% 100.00% 0.00% - - 10.248080 38.260334 9.402999 89.623054 -0.726431 19.778736 -0.524607 11.844815 0.7159 0.0405 0.5279 nan nan
2459874 digital_ok 100.00% 0.00% 100.00% 0.00% - - 13.851569 53.725025 4.319702 47.146807 -0.500348 26.527306 -0.064163 11.091303 0.7036 0.0415 0.5387 nan nan
2459873 digital_ok 100.00% 0.00% 100.00% 0.00% - - 10.580983 39.386725 6.406479 61.107216 -1.108784 10.718203 -0.636631 5.743592 0.7053 0.0432 0.5723 nan nan
2459872 digital_ok 100.00% 0.00% 100.00% 0.00% - - 9.513197 35.675589 7.884588 78.560729 -1.142230 30.345737 -0.412898 7.320080 0.6979 0.0367 0.5031 nan nan
2459871 digital_ok 100.00% 0.00% 100.00% 0.00% - - 7.952585 29.296600 8.651888 83.639320 -0.586065 25.108166 -0.275490 4.525525 0.7083 0.0384 0.5205 nan nan
2459870 digital_ok 100.00% 0.00% 100.00% 0.00% - - 12.531796 48.470235 6.137690 62.933227 -1.129617 17.108013 0.212701 11.509343 0.7098 0.0413 0.5970 nan nan
2459869 digital_ok 100.00% 0.00% 100.00% 0.00% - - 10.639442 39.380203 5.955230 62.496277 -1.063288 22.177391 -0.138290 9.026196 0.7130 0.0428 0.6043 nan nan
2459868 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459867 digital_ok 100.00% 0.00% 100.00% 0.00% - - 9.011371 31.559379 7.463264 75.169073 -0.871911 9.436928 -0.121239 7.406890 0.7114 0.0404 0.5917 nan nan
2459866 digital_ok 100.00% 0.00% 100.00% 0.00% - - 10.214190 35.708589 7.125877 70.787668 -0.701751 10.333640 -0.587739 3.193241 0.7094 0.0451 0.5926 nan nan
2459865 digital_ok 100.00% 0.00% 100.00% 0.00% - - 11.669852 37.492017 9.338373 86.947648 -1.164363 23.048946 1.217956 14.219285 0.7320 0.0375 0.5481 nan nan
2459864 digital_ok 100.00% 0.00% 100.00% 0.00% - - 13.008460 48.707388 0.194208 36.436540 -0.720569 12.851989 -0.213524 12.792118 0.7101 0.0359 0.5915 nan nan
2459863 digital_ok 100.00% 0.00% 100.00% 0.00% - - 9.446924 30.532438 0.274645 11.677183 -0.423818 4.708434 -0.532288 5.913057 0.7051 0.0367 0.5885 nan nan
2459862 digital_ok 100.00% 0.00% 100.00% 0.00% - - 9.942837 31.864262 -0.332858 42.123117 -0.719837 18.462480 -0.464559 4.584584 0.6890 0.0413 0.5339 nan nan
2459861 digital_ok 100.00% 0.00% 100.00% 0.00% - - 7.238852 24.239051 0.297178 11.843128 0.285021 2.997226 -0.368621 5.539950 0.7158 0.0357 0.5526 nan nan
2459860 digital_ok 100.00% 0.00% 100.00% 0.00% - - 8.056426 26.466725 -0.258168 34.732315 -0.982544 20.888492 -0.269264 4.960068 0.7244 0.0388 0.6143 nan nan
2459859 digital_ok 100.00% 0.00% 100.00% 0.00% - - 6.726509 22.887670 0.219486 12.650522 0.132803 2.586600 -0.437732 3.282905 0.7296 0.0422 0.6227 nan nan
2459858 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 7.095084 24.511368 0.256342 13.027577 0.262563 2.657321 -0.484317 5.994692 0.7380 0.0394 0.6225 2.695855 1.124979
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 11.875286 5.635379 4.116809 6.799146 3.658522 5.116851 7.436837 19.715645 0.0270 0.0221 0.0017 nan nan
2459856 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 10.598259 35.670307 -0.325769 32.461292 -1.162060 11.572470 -0.680063 8.067794 0.7292 0.0410 0.6133 2.739763 1.150857
2459855 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 11.235653 37.310551 -0.474298 34.021081 -1.046192 4.116158 -0.745156 3.553426 0.7119 0.0412 0.5917 2.653930 1.128398
2459854 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 11.487937 36.725546 -0.367820 26.211749 -0.670841 4.222431 0.952958 8.191281 0.7244 0.0445 0.6085 2.583658 1.128660
2459853 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 9.265092 30.746781 -0.202615 35.725930 -0.923370 10.407340 -0.578637 8.488363 0.7531 0.0443 0.6341 3.165093 1.134478
2459852 digital_ok 100.00% 29.19% 100.00% 0.00% 100.00% 0.00% 6.708118 21.962876 -0.351655 37.309660 -1.388262 19.284236 -1.024322 16.481224 0.6194 0.0488 0.5047 3.746401 1.140947
2459851 digital_ok 100.00% 0.00% 89.69% 0.00% 100.00% 0.00% 7.927263 34.173164 -0.082256 39.650657 -0.342417 42.212423 -0.036486 24.089677 0.7751 0.1061 0.5909 3.686608 1.217326
2459850 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 8.662920 34.102687 -0.232493 33.284430 -0.923094 18.924066 -0.508955 20.243970 0.7526 0.0684 0.5958 2.950553 1.126699
2459849 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 10.678095 35.441107 0.607314 65.557136 -1.176766 12.391025 -0.315954 11.415686 0.7533 0.0506 0.5994 4.089584 1.184771
2459848 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 9.821175 31.837263 0.490429 43.457779 -0.603990 21.245589 -0.573392 7.830393 0.7302 0.0467 0.5894 3.503843 1.191158
2459847 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 10.667243 34.542751 0.446831 40.968647 -0.302902 27.684758 -0.834645 3.988725 0.7415 0.0361 0.6025 3.550781 1.148016
2459846 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 10.730701 46.128872 0.273712 45.387903 -1.183988 20.727381 -0.659062 7.113025 0.8577 0.0394 0.7087 3.568027 1.186962
2459845 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 5.706930 22.293601 0.521598 11.182460 0.258205 -0.819242 -0.068658 2.542763 0.7568 0.1443 0.5844 7.647388 1.285886
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 55.814014 53.118482 7.711764 6.612724 2.632276 6.341523 10.191682 16.220769 0.0270 0.0222 0.0019 nan nan
2459839 digital_ok 100.00% - - - - - 14.126366 13.603923 18.286684 16.163685 1.317266 3.166992 14.314067 21.449425 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 99.39% 0.00% 100.00% 0.00% 10.467097 34.214395 0.694339 27.491922 -1.895993 28.481339 -0.611271 4.304529 0.7628 0.1723 0.6180 5.131002 1.391738
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0347 0.0312 0.0023 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.181494 -0.384611 -0.846630 2.163925 1.055729 -0.539755 0.927359 1.331589 0.0335 0.0320 0.0008 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.805989 3.473621 4.077631 3.092627 2.656595 1.367186 6.495203 9.032488 0.0273 0.0257 0.0009 nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.959624 16.437997 0.972498 -0.062260 -1.461714 3.593770 0.099741 2.463329 0.8176 0.5806 0.5398 3.176855 3.749692
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.952381 16.537365 1.813190 0.712513 -0.370727 0.131610 -0.057114 -0.489891 0.8195 0.6002 0.5103 4.645964 5.457097
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.762379 20.770730 1.729179 0.996610 11.286684 0.800048 0.273621 0.794915 0.7700 0.7024 0.3744 7.016006 8.908049
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.516768 13.037399 0.823678 1.044612 -0.153946 0.709234 0.125889 -0.249453 0.8189 0.6039 0.4978 5.238958 6.936172
2459827 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.380185 15.600494 2.043653 1.431114 -1.007270 0.722977 -0.688205 -1.332677 0.7792 0.7091 0.3789 14.017173 13.947425
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.629806 11.535787 1.963192 1.034986 0.366545 1.216126 -0.486848 0.615419 0.8157 0.6131 0.4874 8.223320 9.309866
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.647380 12.030065 0.654191 0.638365 -0.359646 0.018064 -0.508247 -0.866460 0.8199 0.6413 0.4696 6.989423 9.069015
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 12.150956 12.882267 -0.030395 0.826070 -0.828183 -0.426194 -0.347431 -0.608988 0.7482 0.7714 0.3308 7.244478 7.262122
2459823 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.231308 8.839119 0.659478 0.981154 0.123828 -0.535560 -0.388015 0.350581 0.7866 0.6925 0.4208 202.509415 110.692068
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.504014 11.856045 0.864122 1.138214 -0.241103 -0.080198 -0.563475 -0.982278 0.8166 0.6542 0.4726 4.916173 5.105727
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.781317 11.608880 0.013626 0.910668 8.287362 -0.456988 86.636426 -0.752886 0.8204 0.6800 0.4568 4.397673 4.491993
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.221487 15.032129 0.359319 1.272964 9.637161 2.454155 38.665378 1.429280 0.7899 0.7271 0.3827 5.074244 5.879466
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.128897 9.503435 0.600020 1.143740 -0.430413 0.403788 0.841596 0.390744 0.8294 0.7120 0.4548 3.283303 3.389571
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.016819 10.402937 0.901336 1.113647 -0.038009 1.124988 -0.493928 3.231141 0.8558 0.6355 0.5548 4.033310 4.099301
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.321450 9.109864 -0.076577 0.978449 -0.658873 0.913709 -0.558162 2.278572 0.8316 0.7281 0.4578 4.648080 4.731117
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 16.867172 19.316557 -0.180092 0.772046 -1.082286 1.887260 0.393953 0.446668 0.0536 0.0730 0.0072 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 84: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 23.973684 20.549393 23.973684 10.882874 11.517587 7.370239 10.130889 5.515573 7.703111

Antenna 84: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 26.361766 26.361766 22.604021 11.798867 11.189612 6.836717 5.650209 5.630644 4.783610

Antenna 84: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 22.594627 22.594627 20.305682 12.159375 11.621055 7.284734 3.801205 6.183613 4.813640

Antenna 84: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 23.431439 19.933990 23.431439 11.353013 11.899372 5.824548 7.799778 5.484005 7.577888

Antenna 84: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 23.590776 20.336889 23.590776 13.545917 14.040272 6.586383 7.825907 5.107230 6.227565

Antenna 84: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 25.644494 22.221363 25.644494 14.541312 15.090243 7.205335 9.181300 5.114005 7.173826

Antenna 84: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 25.598327 25.598327 22.530311 12.878512 12.264621 9.170499 7.552888 6.115731 7.282138

Antenna 84: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 RF_maintenance nn Shape 22.257960 22.257960 19.681318 11.682194 10.869659 7.853179 7.148960 5.085846 4.429361

Antenna 84: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 21.362982 21.362982 18.658441 12.149718 11.468023 7.271554 6.940559 2.566031 2.252562

Antenna 84: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 21.932761 21.932761 18.729236 12.079484 11.408916 7.649431 7.055533 2.748654 2.321133

Antenna 84: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.123096 23.123096 19.895821 11.787840 11.086808 6.294658 6.093667 4.248751 3.586205

Antenna 84: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.655310 20.945092 24.655310 10.631041 11.377064 5.088994 5.639519 4.875679 5.815793

Antenna 84: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.283734 24.283734 20.532388 12.241768 11.420524 6.134175 5.510918 4.565150 3.809165

Antenna 84: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.672144 24.672144 20.759520 12.847491 12.101846 8.379023 6.448487 6.164830 5.114804

Antenna 84: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 22.786897 22.786897 19.735246 12.432270 11.832727 13.134587 9.987417 4.427397 3.974221

Antenna 84: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.373468 23.373468 19.879900 13.693645 12.957742 10.009554 7.225852 8.837912 7.875737

Antenna 84: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.922956 24.922956 21.091197 13.328194 12.603639 7.777512 5.700774 9.056715 7.938011

Antenna 84: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 27.345443 23.130449 27.345443 13.308286 13.883386 6.224892 8.151587 4.103919 4.615385

Antenna 84: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 27.837836 23.505588 27.837836 11.891127 12.590049 5.650900 7.152220 4.602892 5.204187

Antenna 84: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 26.888500 21.238675 26.888500 12.407255 13.205140 7.255866 7.769065 3.926553 4.847495

Antenna 84: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.350135 23.350135 19.844206 12.631156 11.896002 9.074038 6.460297 6.818384 6.139206

Antenna 84: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 22.662040 22.662040 19.160204 12.890732 11.947061 9.802180 7.692729 6.846209 5.689183

Antenna 84: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.096838 23.096838 19.106210 12.962915 12.191969 10.628215 7.658849 4.650777 3.826959

Antenna 84: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 26.606322 22.134080 26.606322 15.854238 16.395579 7.188144 10.816966 3.167146 5.520056

Antenna 84: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 26.074403 26.074403 22.243606 11.808457 11.019856 10.340392 8.081710 5.863142 5.318409

Antenna 84: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 27.394541 23.057425 27.394541 11.588558 12.424298 6.423609 8.898671 6.631707 7.767143

Antenna 84: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 27.307438 27.307438 22.988030 14.405367 13.579407 6.972321 5.132529 6.464720 5.904275

Antenna 84: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.709353 20.568383 24.709353 13.418735 14.371639 6.600945 9.894719 4.751441 5.496691

Antenna 84: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.915377 24.915377 1.917075 17.257576 5.776920 8.884257 2.223248 3.008204 -0.120428

Antenna 84: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 27.909071 2.436841 27.909071 4.101392 13.917438 2.485416 12.544713 0.346964 8.492558

Antenna 84: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.548008 23.548008 2.146555 16.149981 5.041744 11.357991 1.383174 3.913899 1.545556

Antenna 84: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 25.364021 25.364021 2.138396 16.045782 5.130855 9.954476 0.906691 4.632935 -0.076744

Antenna 84: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 33.437969 4.496384 33.437969 5.444371 13.998797 31.780845 7.849874 6.643905 2.441817

Antenna 84: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 82.150057 39.096026 3.545335 82.150057 28.502333 18.653871 3.959806 13.016000 16.212018

Antenna 84: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 23.989990 23.989990 2.141972 15.705456 5.262483 9.369426 0.426465 4.600718 13.714291

Antenna 84: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Discontinuties 75.917806 31.666241 2.577755 73.852959 28.141700 10.333431 4.893830 13.330141 75.917806

Antenna 84: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 83.331689 50.444139 3.400254 83.331689 34.199915 14.668431 2.417550 6.495900 27.065706

Antenna 84: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 94.768116 29.598077 2.079139 94.768116 38.776256 29.795221 3.701961 24.058682 78.660033

Antenna 84: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 77.758859 35.683610 2.737696 77.758859 32.907289 8.868758 0.293599 6.081454 24.811470

Antenna 84: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Discontinuties 24.808723 20.852858 1.559851 14.014365 5.688838 1.789526 0.680770 6.361583 24.808723

Antenna 84: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 94.059369 32.003490 3.393889 94.059369 35.334165 15.277786 3.481214 17.234527 8.155274

Antenna 84: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 68.735414 8.522090 35.158607 7.092016 68.735414 -1.054110 42.621169 0.188639 15.425517

Antenna 84: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 89.623054 10.248080 38.260334 9.402999 89.623054 -0.726431 19.778736 -0.524607 11.844815

Antenna 84: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 53.725025 13.851569 53.725025 4.319702 47.146807 -0.500348 26.527306 -0.064163 11.091303

Antenna 84: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 61.107216 10.580983 39.386725 6.406479 61.107216 -1.108784 10.718203 -0.636631 5.743592

Antenna 84: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 78.560729 35.675589 9.513197 78.560729 7.884588 30.345737 -1.142230 7.320080 -0.412898

Antenna 84: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 83.639320 29.296600 7.952585 83.639320 8.651888 25.108166 -0.586065 4.525525 -0.275490

Antenna 84: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 62.933227 12.531796 48.470235 6.137690 62.933227 -1.129617 17.108013 0.212701 11.509343

Antenna 84: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 62.496277 10.639442 39.380203 5.955230 62.496277 -1.063288 22.177391 -0.138290 9.026196

Antenna 84: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 75.169073 9.011371 31.559379 7.463264 75.169073 -0.871911 9.436928 -0.121239 7.406890

Antenna 84: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 70.787668 35.708589 10.214190 70.787668 7.125877 10.333640 -0.701751 3.193241 -0.587739

Antenna 84: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 86.947648 11.669852 37.492017 9.338373 86.947648 -1.164363 23.048946 1.217956 14.219285

Antenna 84: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 48.707388 48.707388 13.008460 36.436540 0.194208 12.851989 -0.720569 12.792118 -0.213524

Antenna 84: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 30.532438 9.446924 30.532438 0.274645 11.677183 -0.423818 4.708434 -0.532288 5.913057

Antenna 84: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 42.123117 9.942837 31.864262 -0.332858 42.123117 -0.719837 18.462480 -0.464559 4.584584

Antenna 84: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.239051 24.239051 7.238852 11.843128 0.297178 2.997226 0.285021 5.539950 -0.368621

Antenna 84: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 34.732315 8.056426 26.466725 -0.258168 34.732315 -0.982544 20.888492 -0.269264 4.960068

Antenna 84: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 22.887670 6.726509 22.887670 0.219486 12.650522 0.132803 2.586600 -0.437732 3.282905

Antenna 84: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 24.511368 24.511368 7.095084 13.027577 0.256342 2.657321 0.262563 5.994692 -0.484317

Antenna 84: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Discontinuties 19.715645 5.635379 11.875286 6.799146 4.116809 5.116851 3.658522 19.715645 7.436837

Antenna 84: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 35.670307 10.598259 35.670307 -0.325769 32.461292 -1.162060 11.572470 -0.680063 8.067794

Antenna 84: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 37.310551 37.310551 11.235653 34.021081 -0.474298 4.116158 -1.046192 3.553426 -0.745156

Antenna 84: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 36.725546 36.725546 11.487937 26.211749 -0.367820 4.222431 -0.670841 8.191281 0.952958

Antenna 84: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 35.725930 30.746781 9.265092 35.725930 -0.202615 10.407340 -0.923370 8.488363 -0.578637

Antenna 84: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 37.309660 6.708118 21.962876 -0.351655 37.309660 -1.388262 19.284236 -1.024322 16.481224

Antenna 84: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Variability 42.212423 7.927263 34.173164 -0.082256 39.650657 -0.342417 42.212423 -0.036486 24.089677

Antenna 84: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 34.102687 8.662920 34.102687 -0.232493 33.284430 -0.923094 18.924066 -0.508955 20.243970

Antenna 84: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 65.557136 10.678095 35.441107 0.607314 65.557136 -1.176766 12.391025 -0.315954 11.415686

Antenna 84: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 43.457779 31.837263 9.821175 43.457779 0.490429 21.245589 -0.603990 7.830393 -0.573392

Antenna 84: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 40.968647 34.542751 10.667243 40.968647 0.446831 27.684758 -0.302902 3.988725 -0.834645

Antenna 84: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 46.128872 10.730701 46.128872 0.273712 45.387903 -1.183988 20.727381 -0.659062 7.113025

Antenna 84: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 22.293601 5.706930 22.293601 0.521598 11.182460 0.258205 -0.819242 -0.068658 2.542763

Antenna 84: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 55.814014 55.814014 53.118482 7.711764 6.612724 2.632276 6.341523 10.191682 16.220769

Antenna 84: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Discontinuties 21.449425 13.603923 14.126366 16.163685 18.286684 3.166992 1.317266 21.449425 14.314067

Antenna 84: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 34.214395 34.214395 10.467097 27.491922 0.694339 28.481339 -1.895993 4.304529 -0.611271

Antenna 84: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Power 2.163925 -0.384611 0.181494 2.163925 -0.846630 -0.539755 1.055729 1.331589 0.927359

Antenna 84: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Temporal Discontinuties 9.032488 3.473621 3.805989 3.092627 4.077631 1.367186 2.656595 9.032488 6.495203

Antenna 84: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 16.437997 14.959624 16.437997 0.972498 -0.062260 -1.461714 3.593770 0.099741 2.463329

Antenna 84: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 84: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 16.537365 13.952381 16.537365 1.813190 0.712513 -0.370727 0.131610 -0.057114 -0.489891

Antenna 84: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 20.770730 20.770730 17.762379 0.996610 1.729179 0.800048 11.286684 0.794915 0.273621

Antenna 84: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 13.037399 13.037399 11.516768 1.044612 0.823678 0.709234 -0.153946 -0.249453 0.125889

Antenna 84: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 15.600494 14.380185 15.600494 2.043653 1.431114 -1.007270 0.722977 -0.688205 -1.332677

Antenna 84: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 11.535787 11.535787 10.629806 1.034986 1.963192 1.216126 0.366545 0.615419 -0.486848

Antenna 84: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 12.030065 12.030065 11.647380 0.638365 0.654191 0.018064 -0.359646 -0.866460 -0.508247

Antenna 84: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 12.882267 12.150956 12.882267 -0.030395 0.826070 -0.828183 -0.426194 -0.347431 -0.608988

Antenna 84: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 8.839119 8.839119 7.231308 0.981154 0.659478 -0.535560 0.123828 0.350581 -0.388015

Antenna 84: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 11.856045 10.504014 11.856045 0.864122 1.138214 -0.241103 -0.080198 -0.563475 -0.982278

Antenna 84: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Discontinuties 86.636426 11.608880 9.781317 0.910668 0.013626 -0.456988 8.287362 -0.752886 86.636426

Antenna 84: 2459820

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Temporal Discontinuties 38.665378 13.221487 15.032129 0.359319 1.272964 9.637161 2.454155 38.665378 1.429280

Antenna 84: 2459817

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.503435 9.128897 9.503435 0.600020 1.143740 -0.430413 0.403788 0.841596 0.390744

Antenna 84: 2459816

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok ee Shape 11.016819 10.402937 11.016819 1.113647 0.901336 1.124988 -0.038009 3.231141 -0.493928

Antenna 84: 2459815

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 9.109864 9.109864 8.321450 0.978449 -0.076577 0.913709 -0.658873 2.278572 -0.558162

Antenna 84: 2459814

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape nan nan nan nan nan nan nan nan nan

Antenna 84: 2459813

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
84 N08 digital_ok nn Shape 19.316557 19.316557 16.867172 0.772046 -0.180092 1.887260 -1.082286 0.446668 0.393953
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